Image Classification on EuroSAT (Average Robust Accuracy)
66.57Average Robust AccuracyATAC
Evaluation Results
| Method | Links | |
|---|---|---|
| ATACAttack Strategy=PGD, Epsilon=4/2552025.11 | 66.57 | |
| TTCAttack Strategy=PGD, Epsilon=4/2552025.11 | 13.57 | |
| PMG-AFTZero-shot=true2026.03 | 10.65 | |
| LAATZero-shot=true2026.03 | 9.97 | |
| TeCoAZero-shot=true2026.03 | 9.88 | |
| FT-Adv.Zero-shot=true2026.03 | 9.82 | |
| ATACAttack Strategy=Avoid, Epsilon=4/255, Running time (s)=0.6502025.11 | 9.17 | |
| Comp-TGAZero-shot=true2026.03 | 8.78 | |
| TGA-ZSRZero-shot=true2026.03 | 7.07 | |
| ATACAttack Strategy=Lure, Epsilon=4/255, Running time (s)=0.6492025.11 | 6.25 | |
| TTCAttack Strategy=Avoid, Epsilon=4/255, Running time (s)=0.1142025.11 | 1.67 | |
| TTCAttack Strategy=Lure, Epsilon=4/255, Running time (s)=0.1382025.11 | 0.83 | |
| FAREZero-shot=true2026.03 | 0.05 | |
| CLIPZero-shot=true2026.03 | 0.03 | |
| FT-CleanZero-shot=true2026.03 | 0.02 |